DeepLearnToolbox_matlab
代码说明:
matlab实现的深度学习算法,能够看到代码,对学习使用深度学习很有帮助(deep Learning)
文件列表:
DeepLearnToolbox-master
.......................\CAE
.......................\...\caeapplygrads.m,1219,2013-01-05
.......................\...\caebbp.m,917,2013-01-05
.......................\...\caebp.m,1011,2013-01-05
.......................\...\caedown.m,259,2013-01-05
.......................\...\caeexamples.m,764,2013-01-05
.......................\...\caenumgradcheck.m,3618,2013-01-05
.......................\...\caesdlm.m,845,2013-01-05
.......................\...\caetrain.m,1148,2013-01-05
.......................\...\caeup.m,489,2013-01-05
.......................\...\max3d.m,173,2013-01-05
.......................\...\scaesetup.m,1937,2013-01-05
.......................\...\scaetrain.m,270,2013-01-05
.......................\CNN
.......................\...\cnnapplygrads.m,571,2013-01-05
.......................\...\cnnbp.m,2140,2013-01-05
.......................\...\cnnff.m,1774,2013-01-05
.......................\...\cnnnumgradcheck.m,3590,2013-01-05
.......................\...\cnnsetup.m,1147,2013-01-05
.......................\...\cnntest.m,193,2013-01-05
.......................\...\cnntrain.m,845,2013-01-05
.......................\create_readme.sh,744,2013-01-05
.......................\data
.......................\....\mnist_uint8.mat,14735220,2013-01-05
.......................\DBN
.......................\...\dbnsetup.m,557,2013-01-05
.......................\...\dbntrain.m,232,2013-01-05
.......................\...\dbnunfoldtonn.m,343,2013-01-05
.......................\...\rbmdown.m,90,2013-01-05
.......................\...\rbmtrain.m,1328,2013-01-05
.......................\...\rbmup.m,89,2013-01-05
.......................\htm" target=_blank>LICENSE,1313,2013-01-05
.......................\NN
.......................\..\nnapplygrads.m,486,2013-01-05
.......................\..\nnbp.m,760,2013-01-05
.......................\..\nnchecknumgrad.m,1154,2013-01-05
.......................\..\nnff.m,924,2013-01-05
.......................\..\nnsetup.m,1438,2013-01-05
.......................\..\nntest.m,234,2013-01-05
.......................\..\nntrain.m,1611,2013-01-05
.......................\README.md,6223,2013-01-05
.......................\README_header.md,1699,2013-01-05
.......................\REFS.md,950,2013-01-05
.......................\SAE
.......................\...\saesetup.m,132,2013-01-05
.......................\...\saetrain.m,258,2013-01-05
.......................\tests
.......................\.....\runalltests.m,60,2013-01-05
.......................\.....\test_cnn_gradients_are_numerically_correct.m,552,2013-01-05
.......................\.....\test_example_CNN.m,970,2013-01-05
.......................\.....\test_example_DBN.m,1006,2013-01-05
.......................\.....\test_example_NN.m,1433,2013-01-05
.......................\.....\test_example_SAE.m,834,2013-01-05
.......................\.....\test_nn_gradients_are_numerically_correct.m,325,2013-01-05
.......................\util
.......................\....\allcomb.m,2618,2013-01-05
.......................\....\expand.m,1958,2013-01-05
.......................\....\flicker.m,208,2013-01-05
.......................\....\flipall.m,80,2013-01-05
.......................\....\fliplrf.m,543,2013-01-05
.......................\....\flipudf.m,576,2013-01-05
.......................\....\im2patches.m,289,2013-01-05
.......................\....\makeLMfilters.m,1895,2013-01-05
.......................\....\patches2im.m,242,2013-01-05
.......................\....\randcorr.m,283,2013-01-05
.......................\....\randp.m,2083,2013-01-05
.......................\....\rnd.m,49,2013-01-05
.......................\....\sigm.m,48,2013-01-05
.......................\....\sigmrnd.m,126,2013-01-05
.......................\....\softmax.m,256,2013-01-05
.......................\....\visualize.m,1126,2013-01-05
.......................\....\whiten.m,183,2013-01-05
.......................\....\xunit
.......................\....\.....\%2Bxunit
.......................\....\.....\......\%2Butils
.......................\....\.....\......\......\arrayToString.m,2972,2013-01-05
.......................\....\.....\......\......\compareFloats.m,4376,2013-01-05
.......................\....\.....\......\......\comparisonMessage.m,1005,2013-01-05
.......................\....\.....\......\......\containsRegexp.m,600,2013-01-05
.......................\....\.....\......\......\Contents.m,1048,2013-01-05
.......................\....\.....\......\......\generateDoc.m,337,2013-01-05
.......................\....\.....\......\......\isAlmostEqual.m,1233,2013-01-05
.......................\....\.....\......\......\isSetUpString.m,519,2013-01-05
.......................\....\.....\......\......\isTearDownString.m,540,2013-01-05
.......................\....\.....\......\......\isTestCaseSubclass.m,894,2013-01-05
.......................\....\.....\......\......\isTestString.m,589,2013-01-05
.......................\....\.....\......\......\parseFloatAssertInputs.m,1627,2013-01-05
.......................\....\.....\......\......\stringToCellArray.m,408,2013-01-05
.......................\....\.....\assertElementsAlmostEqual.m,2559,2013-01-05
.......................\....\.....\assertEqual.m,1383,2013-01-05
.......................\....\.....\assertExceptionThrown.m,1925,2013-01-05
.......................\....\.....\assertFalse.m,810,2013-01-05
.......................\....\.....\assertFilesEqual.m,2548,2013-01-05
.......................\....\.....\assertTrue.m,933,2013-01-05
.......................\....\.....\assertVectorsAlmostEqual.m,2463,2013-01-05
.......................\....\.....\CommandWindowTestRunDisplay.m,1215,2013-01-05
.......................\....\.....\Contents.m,1820,2013-01-05
.......................\....\.....\FunctionHandleTestCase.m,6649,2013-01-05
.......................\....\.....\info.xml,712,2013-01-05
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